genkitx-weaviate

Genkitx-weaviate is a plugin that enables seamless use of the Weaviate vector database within the Genkit AI framework. It provides essential tools for building AI applications that require vector storage and retrieval, such as RAG (Retrieval-Augmented Generation) systems.

Key Features

• Easy Integration — Simple setup and configuration with Genkit.
• Multiple Collections — Support for managing multiple Weaviate collections.
• Flexible Configuration — Customizable client parameters and collection settings.
• Type Safety — Full TypeScript support for robust development.
• Auto-Collection Creation — Automatically creates collections if they don't exist.
• Metadata Support — Store and retrieve document metadata alongside embeddings.
• Distance Filtering — Filter retrieval results by similarity distance thresholds.
• Batch Operations — Efficient batch insertion and retrieval of documents.

Philosophy

The plugin is designed to be a lightweight, type-safe bridge that leverages the latest Weaviate client to provide a smooth developer experience within the Genkit ecosystem.